Transfer Learning

STYLIP: Multi-Scale Style-Conditioned Prompt Learning for CLIP-Based Domain Generalization WACV 2024 Subgraph Pooling: Tackling Negative Transfer on Graphs IJCAI 2024 Superfiltering: Weak-to-Strong Data Filtering for Fast Instruction-Tuning ACL 2024 Synthesize, Partition, then Adapt: Eliciting Diverse Samples from Foundation Models NeurIPS 2024 T2I-Adapter: Learning Adapters to Dig Out More Controllable Ability for Text-to-Image Diffusion Models AAAI 2024 Taming Normalizing Flows WACV 2024 Targeted Multilingual Adaptation for Low-resource Language Families EMNLP 2024 Target-Free Domain Adaptation through Cross-Adaptation (Student Abstract) AAAI 2024 Task Oriented In-Domain Data Augmentation EMNLP 2024 TCP:Textual-based Class-aware Prompt tuning for Visual-Language Model CVPR 2024 TDeLTA: A Light-Weight and Robust Table Detection Method Based on Learning Text Arrangement AAAI 2024 Team Curie at HSD-2Lang 2024: Hate Speech Detection in Turkish and Arabic Tweets using BERT-based models EACL 2024 TEMA: Token Embeddings Mapping for Enriching Low-Resource Language Models EMNLP 2024 Test-Time Adaptation via Style and Structure Guidance for Histological Image Registration AAAI 2024 Textless Speech-to-Speech Translation With Limited Parallel Data EMNLP 2024 Text-like Encoding of Collaborative Information in Large Language Models for Recommendation ACL 2024 T-FREE: Subword Tokenizer-Free Generative LLMs via Sparse Representations for Memory-Efficient Embeddings EMNLP 2024 The Fine-Tuning Paradox: Boosting Translation Quality Without Sacrificing LLM Abilities ACL 2024 The Impact of Geometric Complexity on Neural Collapse in Transfer Learning NeurIPS 2024 The Impact of Language Adapters in Cross-Lingual Transfer for NLU EACL 2024 The MERSA Dataset and a Transformer-Based Approach for Speech Emotion Recognition ACL 2024 The Unmet Promise of Synthetic Training Images: Using Retrieved Real Images Performs Better NeurIPS 2024 Time-FFM: Towards LM-Empowered Federated Foundation Model for Time Series Forecasting NeurIPS 2024 Time is Encoded in the Weights of Finetuned Language Models ACL 2024 Time-Varying LoRA: Towards Effective Cross-Domain Fine-Tuning of Diffusion Models NeurIPS 2024